Discover Awesome MCP Servers

IT-MCP

Provides comprehensive macOS, Linux, and Windows system administration, diagnostics, and optimization tools including network inspection, security scanning, compliance auditing, database diagnostics, and structured DevOps task planning.

Integrating Model Context Protocol (MCP) Tools with Semantic Kernel: A Step-by-Step Guide

Integra herramientas del Protocolo de Contexto de Modelo (MCP) con Microsoft Semantic Kernel para construir flujos de trabajo impulsados por IA. Este proyecto de C# conecta servidores MCP a Semantic Kernel, permitiendo que los LLM llamen a herramientas externas sin problemas. Incluye código de ejemplo para desarrolladores que exploran la orquestación de IA con .NET.

quantakrypto pqc-tools

Post-quantum readiness for AI coding agents: scans code for quantum-vulnerable cryptography (RSA/ECDH/ECDSA/DH) and returns NIST ML-KEM/ML-DSA/SLH-DSA (and hybrid) migration guidance, with fix verification and dependency checks. Content-based, advisory tools only; runs local (npx @quantakrypto/mcp) or as a hosted OAuth endpoint.

awesome-mcp-tools-mcp

Search and explore a catalog of 2,000+ MCP servers — full-text search, trending, hot, categories, and side-by-side comparison — from any MCP client. A zero-dependency stdio bridge over the hosted awesome-mcp.tools endpoint.

codex-reasonix-mcp

An MCP bridge that lets Codex supervise Reasonix as an implementation worker in an isolated Git worktree, ensuring safe delegation with scoped writes and sandboxed execution.

MCP Mistral OCR Optimized

An optimized Model Context Protocol server for document OCR processing using Mistral AI with support for high-performance batch operations and async connection pooling. It enables efficient extraction of text and tables from local files or URLs into structured markdown and HTML formats while minimizing token costs.

Google Calendar

Google Calendar integration in Cursor IDE. This server enables AI assistants to manage Google Calendar events through natural language interactions.

buffer-mcp

Enables managing Buffer social media posts via Claude, including creating, scheduling, and viewing posts across connected accounts through Buffer's GraphQL API.

paper-search-mcp

Enables searching for academic papers and preprints across multiple platforms including Semantic Scholar, arXiv, PubMed, and CrossRef. It provides access to research records, DOI lookups, and journal metadata through a unified interface deployed on Cloudflare Workers.

context-mapper-mcp

An MCP server for managing Domain-Driven Design models using Context Mapper's CML, with tools to create, update, and visualize bounded contexts, aggregates, and relationships.

Project Status MCP Server

MCP server that exposes project status tools (plan, milestones, RAID items, blockers) allowing AI assistants to retrieve and analyze project information via natural language.

chart-img-mcp

Enables AI agents to capture TradingView chart snapshots via the CHART-IMG API, supporting multiple chart types and resolutions with automatic dimension clamping and authentication.

sark

Enables Slack-driven coding agents in isolated cloud sandboxes per thread, with thread-scoped MCP tokens and fail-closed allowlists.

Cloudflare Remote MCP Server

Deploy a stateless remote MCP server on Cloudflare Workers without authentication. Supports custom tools and connects to MCP clients like Claude Desktop via mcp-remote proxy.

S22 Web Agent MCP Server

Provides MCP tools for web page scanning, data extraction, local storage, markdown report generation, and browser inspection using Playwright on a Samsung S22.

l6e-mcp

Enables AI coding agents to set budgets per task, check costs before expensive operations, and halt when budget is exhausted, with support for calibration and cloud sync.

lark-lite-mcp

极轻量、低 Token 消耗的飞书多维表格 MCP 服务，支持链接解析、记录读写和筛选搜索。

CSM Intelligence MCP Server

Exposes simulated Salesforce CRM data as MCP tools for Claude Desktop, enabling customer success managers to prioritize at-risk accounts, review opportunities, cases, and Gong notes via natural language.

MemoryClaw

Enables AI agents to store and retrieve persistent memories using BM25 search, allowing them to remember past conversations and context across sessions.

SystemManager

Provides system-specific metadata through a tool that returns data for a given category.

IATA-Geo-Core

Enables AI agents to query airport information and calculate Great Circle distances between global airports using IATA codes, following the FFP industry standard in statute miles.

AI Delivery MCP

Automates task delivery by providing tools for running delivery workflows, creating merge requests, updating Jira issues, and generating release notes.

FireBall1725/pcexpress-mcp-server

Control your grocery cart with AI! This MCP server enables LLMs (like Claude) to search past orders, find products, and manage your shopping cart across all Loblaws-owned grocery banners.

SayAll MCP

Provides read-only access to local voice-to-text transcription history from the SayAll wireless mic app on macOS. Enables MCP-compatible assistants to query and paginate past transcripts by time and app with strong privacy boundaries.

capus

Persona-driven LLM agent testing for macOS and web apps through a local MCP daemon, enabling autonomous GUI testing with human-like behavior.

MCP Data Catalog Server

Enables composable search and filtering over an enterprise data catalog, with tools for lineage, sample data, profiling, history, quality rules, and AI-driven classification.

memory-lancedb-mcp

Enables AI agents to store and recall persistent long-term memories across sessions using LanceDB, with semantic search, automatic linking, conflict detection, and maintenance tools.

datetime-mcp-server

Enables querying current date and time via MCP tools, with timezone support and ISO 8601 formatted output.

mcp-confluence

Enables searching, reading, listing, creating, and updating Confluence pages via natural language in GitHub Copilot.